| Presentation | 2003/6/16 Hysteresis Neural Network for Coloring Graph Problems using Synchronization Phenomena Hiroshi TAGUCHI, Kenya JIN'NO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, an artificial neural network that can treat dynamical information, is attracted to great attention. The reason why such system receives great attention, is that dynamical information processing function can be found in biological neural networks. Especially, a synchronization phenomenon plays an important role for signal processing in the brain. In this report, we consider synchronization phenomena in a hysteresis neural network which contains piecewise-linear bipolar hysteresis elements. The hysteresis element is regarded as a multi-vibrator, namely, the system behaves bistable, monostable, and astable state. When all hysteresis elements take astable state, the system exhibits a synchronization phenomenon which is controlled by its connection coefficients. For exploiting such synchronization state, we propose a dynamical hysteresis neural network accounts a phase differece in eachneuron to be an information. Also, we propose its application to solve graph coloring problems. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | graph coloring proglem / neural network / osillation / syncronization / phase |
| Paper # | NLP2003-15 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2003/6/16(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Hysteresis Neural Network for Coloring Graph Problems using Synchronization Phenomena |
| Sub Title (in English) | |
| Keyword(1) | graph coloring proglem |
| Keyword(2) | neural network |
| Keyword(3) | osillation |
| Keyword(4) | syncronization |
| Keyword(5) | phase |
| 1st Author's Name | Hiroshi TAGUCHI |
| 1st Author's Affiliation | Electrical and Electronics Engineering, Nippon Institute of Technology() |
| 2nd Author's Name | Kenya JIN'NO |
| 2nd Author's Affiliation | Electrical and Electronics Engineering, Nippon Institute of Technology |
| Date | 2003/6/16 |
| Paper # | NLP2003-15 |
| Volume (vol) | vol.103 |
| Number (no) | 136 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |